Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 1460 |
| Missing cells | 1571 |
| Missing cells (%) | 2.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 244.0 KiB |
| Average record size in memory | 171.1 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 19 |
| DateTime | 1 |
YearBuilt is highly correlated with YearRemodAdd and 4 other fields | High correlation |
YearRemodAdd is highly correlated with YearBuilt and 2 other fields | High correlation |
GrLivArea is highly correlated with 2ndFlrSF and 5 other fields | High correlation |
1stFlrSF is highly correlated with TotalBsmtSF and 1 other fields | High correlation |
2ndFlrSF is highly correlated with GrLivArea and 2 other fields | High correlation |
FullBath is highly correlated with YearBuilt and 4 other fields | High correlation |
HalfBath is highly correlated with 2ndFlrSF | High correlation |
BedroomAbvGr is highly correlated with GrLivArea and 1 other fields | High correlation |
TotalBsmtSF is highly correlated with 1stFlrSF and 1 other fields | High correlation |
GarageCars is highly correlated with YearBuilt and 4 other fields | High correlation |
OverallQual is highly correlated with YearBuilt and 5 other fields | High correlation |
SalePrice is highly correlated with YearBuilt and 7 other fields | High correlation |
YearBuilt is highly correlated with YearRemodAdd and 3 other fields | High correlation |
YearRemodAdd is highly correlated with YearBuilt and 2 other fields | High correlation |
GrLivArea is highly correlated with 1stFlrSF and 5 other fields | High correlation |
1stFlrSF is highly correlated with GrLivArea and 2 other fields | High correlation |
2ndFlrSF is highly correlated with GrLivArea and 2 other fields | High correlation |
FullBath is highly correlated with GrLivArea and 2 other fields | High correlation |
HalfBath is highly correlated with 2ndFlrSF | High correlation |
BedroomAbvGr is highly correlated with GrLivArea and 1 other fields | High correlation |
TotalBsmtSF is highly correlated with 1stFlrSF and 2 other fields | High correlation |
GarageCars is highly correlated with YearBuilt and 2 other fields | High correlation |
OverallQual is highly correlated with YearBuilt and 6 other fields | High correlation |
SalePrice is highly correlated with YearBuilt and 7 other fields | High correlation |
YearBuilt is highly correlated with YearRemodAdd and 1 other fields | High correlation |
YearRemodAdd is highly correlated with YearBuilt | High correlation |
GrLivArea is highly correlated with 2ndFlrSF and 2 other fields | High correlation |
1stFlrSF is highly correlated with TotalBsmtSF | High correlation |
2ndFlrSF is highly correlated with GrLivArea and 1 other fields | High correlation |
FullBath is highly correlated with GrLivArea and 2 other fields | High correlation |
HalfBath is highly correlated with 2ndFlrSF | High correlation |
TotalBsmtSF is highly correlated with 1stFlrSF | High correlation |
GarageCars is highly correlated with OverallQual and 1 other fields | High correlation |
OverallQual is highly correlated with YearBuilt and 3 other fields | High correlation |
SalePrice is highly correlated with GrLivArea and 3 other fields | High correlation |
CentralAir is highly correlated with PoolQC | High correlation |
Heating is highly correlated with PoolQC | High correlation |
BldgType is highly correlated with PoolQC | High correlation |
Utilities is highly correlated with PoolQC | High correlation |
Foundation is highly correlated with PoolQC | High correlation |
SalePriceQCut is highly correlated with Neighborhood | High correlation |
PoolQC is highly correlated with CentralAir and 8 other fields | High correlation |
Neighborhood is highly correlated with SalePriceQCut and 1 other fields | High correlation |
LandSlope is highly correlated with PoolQC | High correlation |
SaleCondition is highly correlated with PoolQC | High correlation |
BsmtCond is highly correlated with PoolQC | High correlation |
Id is highly correlated with PoolQC | High correlation |
LotArea is highly correlated with LandSlope and 1 other fields | High correlation |
LandSlope is highly correlated with LotArea and 2 other fields | High correlation |
Neighborhood is highly correlated with LandSlope and 19 other fields | High correlation |
BldgType is highly correlated with Neighborhood and 2 other fields | High correlation |
YearBuilt is highly correlated with Neighborhood and 15 other fields | High correlation |
YearRemodAdd is highly correlated with Neighborhood and 7 other fields | High correlation |
Foundation is highly correlated with Neighborhood and 7 other fields | High correlation |
RoofMatl is highly correlated with RoofStyle and 5 other fields | High correlation |
RoofStyle is highly correlated with LandSlope and 1 other fields | High correlation |
Exterior1st is highly correlated with Neighborhood and 6 other fields | High correlation |
ExterCond is highly correlated with OverallCond | High correlation |
GrLivArea is highly correlated with Neighborhood and 13 other fields | High correlation |
1stFlrSF is highly correlated with Neighborhood and 9 other fields | High correlation |
2ndFlrSF is highly correlated with Neighborhood and 8 other fields | High correlation |
FullBath is highly correlated with Neighborhood and 9 other fields | High correlation |
HalfBath is highly correlated with Neighborhood and 2 other fields | High correlation |
BedroomAbvGr is highly correlated with GrLivArea and 2 other fields | High correlation |
KitchenAbvGr is highly correlated with BldgType | High correlation |
KitchenQual is highly correlated with Neighborhood and 8 other fields | High correlation |
TotalBsmtSF is highly correlated with RoofMatl and 6 other fields | High correlation |
BsmtCond is highly correlated with OverallQual and 1 other fields | High correlation |
GarageType is highly correlated with Neighborhood and 2 other fields | High correlation |
GarageCars is highly correlated with Neighborhood and 7 other fields | High correlation |
PoolArea is highly correlated with RoofMatl and 3 other fields | High correlation |
PoolQC is highly correlated with Id and 20 other fields | High correlation |
Heating is highly correlated with Foundation and 1 other fields | High correlation |
HeatingQC is highly correlated with Neighborhood and 6 other fields | High correlation |
CentralAir is highly correlated with YearBuilt and 4 other fields | High correlation |
OverallQual is highly correlated with Neighborhood and 13 other fields | High correlation |
OverallCond is highly correlated with Neighborhood and 4 other fields | High correlation |
SaleType is highly correlated with PoolQC and 1 other fields | High correlation |
SaleCondition is highly correlated with PoolQC and 1 other fields | High correlation |
SalePrice is highly correlated with Neighborhood and 13 other fields | High correlation |
SalePriceQCut is highly correlated with Neighborhood and 9 other fields | High correlation |
BsmtCond has 37 (2.5%) missing values | Missing |
GarageType has 81 (5.5%) missing values | Missing |
PoolQC has 1453 (99.5%) missing values | Missing |
Id is uniformly distributed | Uniform |
Id has unique values | Unique |
2ndFlrSF has 829 (56.8%) zeros | Zeros |
HalfBath has 913 (62.5%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
GarageCars has 81 (5.5%) zeros | Zeros |
PoolArea has 1453 (99.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-01 23:47:57.041162 |
|---|---|
| Analysis finished | 2022-05-01 23:48:26.060850 |
| Duration | 29.02 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1460 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 730.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 73.95 |
| Q1 | 365.75 |
| median | 730.5 |
| Q3 | 1095.25 |
| 95-th percentile | 1387.05 |
| Maximum | 1460 |
| Range | 1459 |
| Interquartile range (IQR) | 729.5 |
Descriptive statistics
| Standard deviation | 421.6100094 |
|---|---|
| Coefficient of variation (CV) | 0.577152648 |
| Kurtosis | -1.2 |
| Mean | 730.5 |
| Median Absolute Deviation (MAD) | 365 |
| Skewness | 0 |
| Sum | 1066530 |
| Variance | 177755 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 982 | 1 | 0.1% |
| 980 | 1 | 0.1% |
| 979 | 1 | 0.1% |
| 978 | 1 | 0.1% |
| 977 | 1 | 0.1% |
| 976 | 1 | 0.1% |
| 975 | 1 | 0.1% |
| 974 | 1 | 0.1% |
| 973 | 1 | 0.1% |
| Other values (1450) | 1450 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1460 | 1 | |
| 1459 | 1 | |
| 1458 | 1 | |
| 1457 | 1 | |
| 1456 | 1 | |
| 1455 | 1 | |
| 1454 | 1 | |
| 1453 | 1 | |
| 1452 | 1 | |
| 1451 | 1 |
| Distinct | 1073 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10516.82808 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3311.7 |
| Q1 | 7553.5 |
| median | 9478.5 |
| Q3 | 11601.5 |
| 95-th percentile | 17401.15 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4048 |
Descriptive statistics
| Standard deviation | 9981.264932 |
|---|---|
| Coefficient of variation (CV) | 0.949075601 |
| Kurtosis | 203.243271 |
| Mean | 10516.82808 |
| Median Absolute Deviation (MAD) | 1998 |
| Skewness | 12.20768785 |
| Sum | 15354569 |
| Variance | 99625649.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7200 | 25 | 1.7% |
| 9600 | 24 | 1.6% |
| 6000 | 17 | 1.2% |
| 9000 | 14 | 1.0% |
| 8400 | 14 | 1.0% |
| 10800 | 14 | 1.0% |
| 1680 | 10 | 0.7% |
| 7500 | 9 | 0.6% |
| 9100 | 8 | 0.5% |
| 8125 | 8 | 0.5% |
| Other values (1063) | 1317 |
| Value | Count | Frequency (%) |
| 1300 | 1 | 0.1% |
| 1477 | 1 | 0.1% |
| 1491 | 1 | 0.1% |
| 1526 | 1 | 0.1% |
| 1533 | 2 | 0.1% |
| 1596 | 1 | 0.1% |
| 1680 | 10 | |
| 1869 | 1 | 0.1% |
| 1890 | 2 | 0.1% |
| 1920 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 | |
| 63887 | 1 | |
| 57200 | 1 | |
| 53504 | 1 | |
| 53227 | 1 | |
| 53107 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| Gtl | |
|---|---|
| Mod | 65 |
| Sev | 13 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gtl |
|---|---|
| 2nd row | Gtl |
| 3rd row | Gtl |
| 4th row | Gtl |
| 5th row | Gtl |
Common Values
| Value | Count | Frequency (%) |
| Gtl | 1382 | |
| Mod | 65 | 4.5% |
| Sev | 13 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| gtl | 1382 | |
| mod | 65 | 4.5% |
| sev | 13 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 KiB |
| NAmes | |
|---|---|
| CollgCr | |
| OldTown | |
| Edwards | |
| Somerst | |
| Other values (20) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.494520548 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CollgCr |
|---|---|
| 2nd row | Veenker |
| 3rd row | CollgCr |
| 4th row | Crawfor |
| 5th row | NoRidge |
Common Values
| Value | Count | Frequency (%) |
| NAmes | 225 | |
| CollgCr | 150 | 10.3% |
| OldTown | 113 | 7.7% |
| Edwards | 100 | 6.8% |
| Somerst | 86 | 5.9% |
| Gilbert | 79 | 5.4% |
| NridgHt | 77 | 5.3% |
| Sawyer | 74 | 5.1% |
| NWAmes | 73 | 5.0% |
| SawyerW | 59 | 4.0% |
| Other values (15) | 424 |
Length
| Value | Count | Frequency (%) |
| names | 225 | |
| collgcr | 150 | 10.3% |
| oldtown | 113 | 7.7% |
| edwards | 100 | 6.8% |
| somerst | 86 | 5.9% |
| gilbert | 79 | 5.4% |
| nridght | 77 | 5.3% |
| sawyer | 74 | 5.1% |
| nwames | 73 | 5.0% |
| sawyerw | 59 | 4.0% |
| Other values (15) | 424 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 1Fam | |
|---|---|
| TwnhsE | 114 |
| Duplex | 52 |
| Twnhs | 43 |
| 2fmCon | 31 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.299315068 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1Fam |
|---|---|
| 2nd row | 1Fam |
| 3rd row | 1Fam |
| 4th row | 1Fam |
| 5th row | 1Fam |
Common Values
| Value | Count | Frequency (%) |
| 1Fam | 1220 | |
| TwnhsE | 114 | 7.8% |
| Duplex | 52 | 3.6% |
| Twnhs | 43 | 2.9% |
| 2fmCon | 31 | 2.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1fam | 1220 | |
| twnhse | 114 | 7.8% |
| duplex | 52 | 3.6% |
| twnhs | 43 | 2.9% |
| 2fmcon | 31 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.267808 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| median | 1973 |
| Q3 | 2000 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 30.20290404 |
|---|---|
| Coefficient of variation (CV) | 0.01532156307 |
| Kurtosis | -0.4395519416 |
| Mean | 1971.267808 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.6134611725 |
| Sum | 2878051 |
| Variance | 912.2154126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2006 | 67 | 4.6% |
| 2005 | 64 | 4.4% |
| 2004 | 54 | 3.7% |
| 2007 | 49 | 3.4% |
| 2003 | 45 | 3.1% |
| 1976 | 33 | 2.3% |
| 1977 | 32 | 2.2% |
| 1920 | 30 | 2.1% |
| 1959 | 26 | 1.8% |
| 1998 | 25 | 1.7% |
| Other values (102) | 1035 |
| Value | Count | Frequency (%) |
| 1872 | 1 | 0.1% |
| 1875 | 1 | 0.1% |
| 1880 | 4 | 0.3% |
| 1882 | 1 | 0.1% |
| 1885 | 2 | 0.1% |
| 1890 | 2 | 0.1% |
| 1892 | 2 | 0.1% |
| 1893 | 1 | 0.1% |
| 1898 | 1 | 0.1% |
| 1900 | 10 |
| Value | Count | Frequency (%) |
| 2010 | 1 | 0.1% |
| 2009 | 18 | 1.2% |
| 2008 | 23 | 1.6% |
| 2007 | 49 | |
| 2006 | 67 | |
| 2005 | 64 | |
| 2004 | 54 | |
| 2003 | 45 | |
| 2002 | 23 | 1.6% |
| 2001 | 20 | 1.4% |
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.865753 |
| Minimum | 1950 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1967 |
| median | 1994 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 20.64540681 |
|---|---|
| Coefficient of variation (CV) | 0.01040141217 |
| Kurtosis | -1.272245192 |
| Mean | 1984.865753 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.5035620027 |
| Sum | 2897904 |
| Variance | 426.2328223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 178 | 12.2% |
| 2006 | 97 | 6.6% |
| 2007 | 76 | 5.2% |
| 2005 | 73 | 5.0% |
| 2004 | 62 | 4.2% |
| 2000 | 55 | 3.8% |
| 2003 | 51 | 3.5% |
| 2002 | 48 | 3.3% |
| 2008 | 40 | 2.7% |
| 1996 | 36 | 2.5% |
| Other values (51) | 744 |
| Value | Count | Frequency (%) |
| 1950 | 178 | |
| 1951 | 4 | 0.3% |
| 1952 | 5 | 0.3% |
| 1953 | 10 | 0.7% |
| 1954 | 14 | 1.0% |
| 1955 | 9 | 0.6% |
| 1956 | 10 | 0.7% |
| 1957 | 9 | 0.6% |
| 1958 | 15 | 1.0% |
| 1959 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 2010 | 6 | 0.4% |
| 2009 | 23 | 1.6% |
| 2008 | 40 | |
| 2007 | 76 | |
| 2006 | 97 | |
| 2005 | 73 | |
| 2004 | 62 | |
| 2003 | 51 | |
| 2002 | 48 | |
| 2001 | 21 | 1.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| AllPub | |
|---|---|
| NoSeWa | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | AllPub |
|---|---|
| 2nd row | AllPub |
| 3rd row | AllPub |
| 4th row | AllPub |
| 5th row | AllPub |
Common Values
| Value | Count | Frequency (%) |
| AllPub | 1459 | |
| NoSeWa | 1 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| allpub | 1459 | |
| nosewa | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| PConc | |
|---|---|
| CBlock | |
| BrkTil | |
| Slab | 24 |
| Stone | 6 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.515753425 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PConc |
|---|---|
| 2nd row | CBlock |
| 3rd row | PConc |
| 4th row | BrkTil |
| 5th row | PConc |
Common Values
| Value | Count | Frequency (%) |
| PConc | 647 | |
| CBlock | 634 | |
| BrkTil | 146 | 10.0% |
| Slab | 24 | 1.6% |
| Stone | 6 | 0.4% |
| Wood | 3 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| pconc | 647 | |
| cblock | 634 | |
| brktil | 146 | 10.0% |
| slab | 24 | 1.6% |
| stone | 6 | 0.4% |
| wood | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 KiB |
| CompShg | |
|---|---|
| Tar&Grv | 11 |
| WdShngl | 6 |
| WdShake | 5 |
| ClyTile | 1 |
| Other values (3) | 3 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.996575342 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | CompShg |
|---|---|
| 2nd row | CompShg |
| 3rd row | CompShg |
| 4th row | CompShg |
| 5th row | CompShg |
Common Values
| Value | Count | Frequency (%) |
| CompShg | 1434 | |
| Tar&Grv | 11 | 0.8% |
| WdShngl | 6 | 0.4% |
| WdShake | 5 | 0.3% |
| ClyTile | 1 | 0.1% |
| Membran | 1 | 0.1% |
| Metal | 1 | 0.1% |
| Roll | 1 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| compshg | 1434 | |
| tar&grv | 11 | 0.8% |
| wdshngl | 6 | 0.4% |
| wdshake | 5 | 0.3% |
| clytile | 1 | 0.1% |
| membran | 1 | 0.1% |
| metal | 1 | 0.1% |
| roll | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| Gable | |
|---|---|
| Hip | |
| Flat | 13 |
| Gambrel | 11 |
| Mansard | 7 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.62260274 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gable |
|---|---|
| 2nd row | Gable |
| 3rd row | Gable |
| 4th row | Gable |
| 5th row | Gable |
Common Values
| Value | Count | Frequency (%) |
| Gable | 1141 | |
| Hip | 286 | 19.6% |
| Flat | 13 | 0.9% |
| Gambrel | 11 | 0.8% |
| Mansard | 7 | 0.5% |
| Shed | 2 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| gable | 1141 | |
| hip | 286 | 19.6% |
| flat | 13 | 0.9% |
| gambrel | 11 | 0.8% |
| mansard | 7 | 0.5% |
| shed | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| VinylSd | |
|---|---|
| HdBoard | |
| MetalSd | |
| Wd Sdng | |
| Plywood | |
| Other values (10) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.979452055 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Sdng |
| 5th row | VinylSd |
Common Values
| Value | Count | Frequency (%) |
| VinylSd | 515 | |
| HdBoard | 222 | |
| MetalSd | 220 | |
| Wd Sdng | 206 | 14.1% |
| Plywood | 108 | 7.4% |
| CemntBd | 61 | 4.2% |
| BrkFace | 50 | 3.4% |
| WdShing | 26 | 1.8% |
| Stucco | 25 | 1.7% |
| AsbShng | 20 | 1.4% |
| Other values (5) | 7 | 0.5% |
Length
| Value | Count | Frequency (%) |
| vinylsd | 515 | |
| hdboard | 222 | |
| metalsd | 220 | |
| wd | 206 | 12.4% |
| sdng | 206 | 12.4% |
| plywood | 108 | 6.5% |
| cemntbd | 61 | 3.7% |
| brkface | 50 | 3.0% |
| wdshing | 26 | 1.6% |
| stucco | 25 | 1.5% |
| Other values (6) | 27 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| TA | |
|---|---|
| Gd | |
| Fa | 28 |
| Ex | 3 |
| Po | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| TA | 1282 | |
| Gd | 146 | 10.0% |
| Fa | 28 | 1.9% |
| Ex | 3 | 0.2% |
| Po | 1 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ta | 1282 | |
| gd | 146 | 10.0% |
| fa | 28 | 1.9% |
| ex | 3 | 0.2% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 861 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1515.463699 |
| Minimum | 334 |
|---|---|
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1129.5 |
| median | 1464 |
| Q3 | 1776.75 |
| 95-th percentile | 2466.1 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 647.25 |
Descriptive statistics
| Standard deviation | 525.4803834 |
|---|---|
| Coefficient of variation (CV) | 0.3467456092 |
| Kurtosis | 4.895120581 |
| Mean | 1515.463699 |
| Median Absolute Deviation (MAD) | 326 |
| Skewness | 1.366560356 |
| Sum | 2212577 |
| Variance | 276129.6334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 22 | 1.5% |
| 1040 | 14 | 1.0% |
| 894 | 11 | 0.8% |
| 1456 | 10 | 0.7% |
| 848 | 10 | 0.7% |
| 1200 | 9 | 0.6% |
| 912 | 9 | 0.6% |
| 816 | 8 | 0.5% |
| 1092 | 8 | 0.5% |
| 1728 | 7 | 0.5% |
| Other values (851) | 1352 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 520 | 1 | 0.1% |
| 605 | 1 | 0.1% |
| 616 | 1 | 0.1% |
| 630 | 6 | |
| 672 | 2 | 0.1% |
| 691 | 1 | 0.1% |
| 693 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5642 | 1 | |
| 4676 | 1 | |
| 4476 | 1 | |
| 4316 | 1 | |
| 3627 | 1 | |
| 3608 | 1 | |
| 3493 | 1 | |
| 3447 | 1 | |
| 3395 | 1 | |
| 3279 | 1 |
| Distinct | 753 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1162.626712 |
| Minimum | 334 |
|---|---|
| Maximum | 4692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 672.95 |
| Q1 | 882 |
| median | 1087 |
| Q3 | 1391.25 |
| 95-th percentile | 1831.25 |
| Maximum | 4692 |
| Range | 4358 |
| Interquartile range (IQR) | 509.25 |
Descriptive statistics
| Standard deviation | 386.587738 |
|---|---|
| Coefficient of variation (CV) | 0.3325123481 |
| Kurtosis | 5.745841482 |
| Mean | 1162.626712 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.376756622 |
| Sum | 1697435 |
| Variance | 149450.0792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 25 | 1.7% |
| 1040 | 16 | 1.1% |
| 912 | 14 | 1.0% |
| 894 | 12 | 0.8% |
| 848 | 12 | 0.8% |
| 672 | 11 | 0.8% |
| 630 | 9 | 0.6% |
| 816 | 9 | 0.6% |
| 483 | 7 | 0.5% |
| 960 | 7 | 0.5% |
| Other values (743) | 1338 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 483 | 7 | |
| 495 | 1 | 0.1% |
| 520 | 5 | |
| 525 | 1 | 0.1% |
| 526 | 1 | 0.1% |
| 536 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4692 | 1 | |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2515 | 1 | |
| 2444 | 1 | |
| 2411 | 1 | |
| 2402 | 1 |
| Distinct | 417 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 346.9924658 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 829 |
| Zeros (%) | 56.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 728 |
| 95-th percentile | 1141.05 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 436.5284359 |
|---|---|
| Coefficient of variation (CV) | 1.258034335 |
| Kurtosis | -0.5534635576 |
| Mean | 346.9924658 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8130298163 |
| Sum | 506609 |
| Variance | 190557.0753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 728 | 10 | 0.7% |
| 504 | 9 | 0.6% |
| 546 | 8 | 0.5% |
| 672 | 8 | 0.5% |
| 600 | 7 | 0.5% |
| 720 | 7 | 0.5% |
| 896 | 6 | 0.4% |
| 862 | 5 | 0.3% |
| 780 | 5 | 0.3% |
| Other values (407) | 566 |
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 110 | 1 | 0.1% |
| 167 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 208 | 1 | 0.1% |
| 213 | 1 | 0.1% |
| 220 | 1 | 0.1% |
| 224 | 1 | 0.1% |
| 240 | 2 | 0.1% |
| 252 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1611 | 1 | |
| 1589 | 1 | |
| 1540 | 1 | |
| 1538 | 1 | |
| 1523 | 1 | |
| 1519 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.565068493 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 9 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5509158013 |
|---|---|
| Coefficient of variation (CV) | 0.3520074704 |
| Kurtosis | -0.8570428213 |
| Mean | 1.565068493 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.0365615584 |
| Sum | 2285 |
| Variance | 0.3035082201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.6% |
| 1 | 650 | |
| 2 | 768 | |
| 3 | 33 | 2.3% |
| Value | Count | Frequency (%) |
| 3 | 33 | 2.3% |
| 2 | 768 | |
| 1 | 650 | |
| 0 | 9 | 0.6% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3828767123 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 913 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5028853811 |
|---|---|
| Coefficient of variation (CV) | 1.313439457 |
| Kurtosis | -1.076927284 |
| Mean | 0.3828767123 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6758974482 |
| Sum | 559 |
| Variance | 0.2528937065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 2 | 12 | 0.8% |
| 1 | 535 | |
| 0 | 913 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.866438356 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8157780441 |
|---|---|
| Coefficient of variation (CV) | 0.2845964025 |
| Kurtosis | 2.230874582 |
| Mean | 2.866438356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2117900963 |
| Sum | 4185 |
| Variance | 0.6654938173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 804 | |
| 2 | 358 | |
| 4 | 213 | 14.6% |
| 1 | 50 | 3.4% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 1 | 50 | 3.4% |
| 2 | 358 | |
| 3 | 804 | |
| 4 | 213 | 14.6% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 6 | 7 | 0.5% |
| 5 | 21 | 1.4% |
| 4 | 213 | 14.6% |
| 3 | 804 | |
| 2 | 358 | |
| 1 | 50 | 3.4% |
| 0 | 6 | 0.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.046575342 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2203381984 |
|---|---|
| Coefficient of variation (CV) | 0.2105325718 |
| Kurtosis | 21.53240384 |
| Mean | 1.046575342 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.488396777 |
| Sum | 1528 |
| Variance | 0.04854892167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 2 | 65 | 4.5% |
| 1 | 1392 | |
| 0 | 1 | 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | |
| Fa | 39 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | Gd |
| 5th row | Gd |
Common Values
| Value | Count | Frequency (%) |
| TA | 735 | |
| Gd | 586 | |
| Ex | 100 | 6.8% |
| Fa | 39 | 2.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ta | 735 | |
| gd | 586 | |
| ex | 100 | 6.8% |
| fa | 39 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
TotalBsmtSF
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 721 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1057.429452 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 37 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 519.3 |
| Q1 | 795.75 |
| median | 991.5 |
| Q3 | 1298.25 |
| 95-th percentile | 1753 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 502.5 |
Descriptive statistics
| Standard deviation | 438.7053245 |
|---|---|
| Coefficient of variation (CV) | 0.4148790481 |
| Kurtosis | 13.25048328 |
| Mean | 1057.429452 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.524254549 |
| Sum | 1543847 |
| Variance | 192462.3617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 2.5% |
| 864 | 35 | 2.4% |
| 672 | 17 | 1.2% |
| 912 | 15 | 1.0% |
| 1040 | 14 | 1.0% |
| 816 | 13 | 0.9% |
| 768 | 12 | 0.8% |
| 728 | 12 | 0.8% |
| 894 | 11 | 0.8% |
| 780 | 11 | 0.8% |
| Other values (711) | 1283 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 105 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 264 | 3 | 0.2% |
| 270 | 1 | 0.1% |
| 290 | 1 | 0.1% |
| 319 | 1 | 0.1% |
| 360 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 384 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2444 | 1 | |
| 2396 | 1 | |
| 2392 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 1.9 KiB |
| TA | |
|---|---|
| Gd | 65 |
| Fa | 45 |
| Po | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | Gd |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| TA | 1311 | |
| Gd | 65 | 4.5% |
| Fa | 45 | 3.1% |
| Po | 2 | 0.1% |
| (Missing) | 37 | 2.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ta | 1311 | |
| gd | 65 | 4.6% |
| fa | 45 | 3.2% |
| po | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Memory size | 2.1 KiB |
| Attchd | |
|---|---|
| Detchd | |
| BuiltIn | |
| Basment | 19 |
| CarPort | 9 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.084118927 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Attchd |
|---|---|
| 2nd row | Attchd |
| 3rd row | Attchd |
| 4th row | Detchd |
| 5th row | Attchd |
Common Values
| Value | Count | Frequency (%) |
| Attchd | 870 | |
| Detchd | 387 | |
| BuiltIn | 88 | 6.0% |
| Basment | 19 | 1.3% |
| CarPort | 9 | 0.6% |
| 2Types | 6 | 0.4% |
| (Missing) | 81 | 5.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| attchd | 870 | |
| detchd | 387 | |
| builtin | 88 | 6.4% |
| basment | 19 | 1.4% |
| carport | 9 | 0.7% |
| 2types | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
GarageCars
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.767123288 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 81 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7473150101 |
|---|---|
| Coefficient of variation (CV) | 0.4228991918 |
| Kurtosis | 0.220997764 |
| Mean | 1.767123288 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.3425489297 |
| Sum | 2580 |
| Variance | 0.5584797243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 81 | 5.5% |
| 1 | 369 | |
| 2 | 824 | |
| 3 | 181 | 12.4% |
| 4 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 4 | 5 | 0.3% |
| 3 | 181 | 12.4% |
| 2 | 824 | |
| 1 | 369 | |
| 0 | 81 | 5.5% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.75890411 |
| Minimum | 0 |
|---|---|
| Maximum | 738 |
| Zeros | 1453 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 738 |
| Range | 738 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.17730694 |
|---|---|
| Coefficient of variation (CV) | 14.56277759 |
| Kurtosis | 223.2684989 |
| Mean | 2.75890411 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.82837364 |
| Sum | 4028 |
| Variance | 1614.215993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1453 | |
| 512 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1453 | |
| 480 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 738 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 0 | 1453 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 42.9% |
| Missing | 1453 |
| Missing (%) | 99.5% |
| Memory size | 1.8 KiB |
| Gd | |
|---|---|
| Ex | |
| Fa |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Fa |
| 3rd row | Gd |
| 4th row | Ex |
| 5th row | Gd |
Common Values
| Value | Count | Frequency (%) |
| Gd | 3 | 0.2% |
| Ex | 2 | 0.1% |
| Fa | 2 | 0.1% |
| (Missing) | 1453 |
Length
Pie chart
| Value | Count | Frequency (%) |
| gd | 3 | |
| ex | 2 | |
| fa | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| GasA | |
|---|---|
| GasW | 18 |
| Grav | 7 |
| Wall | 4 |
| OthW | 2 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.000684932 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | GasA |
|---|---|
| 2nd row | GasA |
| 3rd row | GasA |
| 4th row | GasA |
| 5th row | GasA |
Common Values
| Value | Count | Frequency (%) |
| GasA | 1428 | |
| GasW | 18 | 1.2% |
| Grav | 7 | 0.5% |
| Wall | 4 | 0.3% |
| OthW | 2 | 0.1% |
| Floor | 1 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| gasa | 1428 | |
| gasw | 18 | 1.2% |
| grav | 7 | 0.5% |
| wall | 4 | 0.3% |
| othw | 2 | 0.1% |
| floor | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Ex | |
|---|---|
| TA | |
| Gd | |
| Fa | 49 |
| Po | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Ex |
| 3rd row | Ex |
| 4th row | Gd |
| 5th row | Ex |
Common Values
| Value | Count | Frequency (%) |
| Ex | 741 | |
| TA | 428 | |
| Gd | 241 | 16.5% |
| Fa | 49 | 3.4% |
| Po | 1 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ex | 741 | |
| ta | 428 | |
| gd | 241 | 16.5% |
| fa | 49 | 3.4% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| Y | |
|---|---|
| N | 95 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 1365 | |
| N | 95 | 6.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| y | 1365 | |
| n | 95 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.099315068 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.382996547 |
|---|---|
| Coefficient of variation (CV) | 0.2267462053 |
| Kurtosis | 0.09629277836 |
| Mean | 6.099315068 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2169439278 |
| Sum | 8905 |
| Variance | 1.912679448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 397 | |
| 6 | 374 | |
| 7 | 319 | |
| 8 | 168 | |
| 4 | 116 | 7.9% |
| 9 | 43 | 2.9% |
| 3 | 20 | 1.4% |
| 10 | 18 | 1.2% |
| 2 | 3 | 0.2% |
| 1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.1% |
| 2 | 3 | 0.2% |
| 3 | 20 | 1.4% |
| 4 | 116 | 7.9% |
| 5 | 397 | |
| 6 | 374 | |
| 7 | 319 | |
| 8 | 168 | |
| 9 | 43 | 2.9% |
| 10 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 10 | 18 | 1.2% |
| 9 | 43 | 2.9% |
| 8 | 168 | |
| 7 | 319 | |
| 6 | 374 | |
| 5 | 397 | |
| 4 | 116 | 7.9% |
| 3 | 20 | 1.4% |
| 2 | 3 | 0.2% |
| 1 | 2 | 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.575342466 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.112799337 |
|---|---|
| Coefficient of variation (CV) | 0.1995930014 |
| Kurtosis | 1.106413461 |
| Mean | 5.575342466 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6930674725 |
| Sum | 8140 |
| Variance | 1.238322364 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 821 | |
| 6 | 252 | 17.3% |
| 7 | 205 | 14.0% |
| 8 | 72 | 4.9% |
| 4 | 57 | 3.9% |
| 3 | 25 | 1.7% |
| 9 | 22 | 1.5% |
| 2 | 5 | 0.3% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 5 | 0.3% |
| 3 | 25 | 1.7% |
| 4 | 57 | 3.9% |
| 5 | 821 | |
| 6 | 252 | 17.3% |
| 7 | 205 | 14.0% |
| 8 | 72 | 4.9% |
| 9 | 22 | 1.5% |
| Value | Count | Frequency (%) |
| 9 | 22 | 1.5% |
| 8 | 72 | 4.9% |
| 7 | 205 | 14.0% |
| 6 | 252 | 17.3% |
| 5 | 821 | |
| 4 | 57 | 3.9% |
| 3 | 25 | 1.7% |
| 2 | 5 | 0.3% |
| 1 | 1 | 0.1% |
DateSold
Date
| Distinct | 671 |
|---|---|
| Distinct (%) | 46.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| Minimum | 1872-01-12 00:00:00 |
|---|---|
| Maximum | 2010-01-06 00:00:00 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| WD | |
|---|---|
| New | 122 |
| COD | 43 |
| ConLD | 9 |
| ConLI | 5 |
| Other values (4) | 14 |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.158219178 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WD |
|---|---|
| 2nd row | WD |
| 3rd row | WD |
| 4th row | WD |
| 5th row | WD |
Common Values
| Value | Count | Frequency (%) |
| WD | 1267 | |
| New | 122 | 8.4% |
| COD | 43 | 2.9% |
| ConLD | 9 | 0.6% |
| ConLI | 5 | 0.3% |
| ConLw | 5 | 0.3% |
| CWD | 4 | 0.3% |
| Oth | 3 | 0.2% |
| Con | 2 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| wd | 1267 | |
| new | 122 | 8.4% |
| cod | 43 | 2.9% |
| conld | 9 | 0.6% |
| conli | 5 | 0.3% |
| conlw | 5 | 0.3% |
| cwd | 4 | 0.3% |
| oth | 3 | 0.2% |
| con | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| Normal | |
|---|---|
| Partial | |
| Abnorml | 101 |
| Family | 20 |
| Alloca | 12 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.157534247 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Abnorml |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 1198 | |
| Partial | 125 | 8.6% |
| Abnorml | 101 | 6.9% |
| Family | 20 | 1.4% |
| Alloca | 12 | 0.8% |
| AdjLand | 4 | 0.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| normal | 1198 | |
| partial | 125 | 8.6% |
| abnorml | 101 | 6.9% |
| family | 20 | 1.4% |
| alloca | 12 | 0.8% |
| adjland | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 663 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180921.1959 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 326100 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84025 |
Descriptive statistics
| Standard deviation | 79442.50288 |
|---|---|
| Coefficient of variation (CV) | 0.4391000319 |
| Kurtosis | 6.53628186 |
| Mean | 180921.1959 |
| Median Absolute Deviation (MAD) | 38000 |
| Skewness | 1.88287576 |
| Sum | 264144946 |
| Variance | 6311111264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 155000 | 14 | 1.0% |
| 145000 | 14 | 1.0% |
| 190000 | 13 | 0.9% |
| 110000 | 13 | 0.9% |
| 115000 | 12 | 0.8% |
| 160000 | 12 | 0.8% |
| 130000 | 11 | 0.8% |
| 139000 | 11 | 0.8% |
| Other values (653) | 1323 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 | |
| 52000 | 1 | |
| 52500 | 1 | |
| 55000 | 2 | |
| 55993 | 1 | |
| 58500 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 | |
| 556581 | 1 | |
| 555000 | 1 | |
| 538000 | 1 | |
| 501837 | 1 | |
| 485000 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Low-Mid | |
|---|---|
| Mid-High | |
| Low | |
| High |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.506849315 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mid-High |
|---|---|
| 2nd row | Mid-High |
| 3rd row | High |
| 4th row | Low-Mid |
| 5th row | High |
Common Values
| Value | Count | Frequency (%) |
| Low-Mid | 367 | |
| Mid-High | 366 | |
| Low | 365 | |
| High | 362 |
Length
Pie chart
| Value | Count | Frequency (%) |
| low-mid | 367 | |
| mid-high | 366 | |
| low | 365 | |
| high | 362 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Id | LotArea | LandSlope | Neighborhood | BldgType | YearBuilt | YearRemodAdd | Utilities | Foundation | RoofMatl | RoofStyle | Exterior1st | ExterCond | GrLivArea | 1stFlrSF | 2ndFlrSF | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | KitchenQual | TotalBsmtSF | BsmtCond | GarageType | GarageCars | PoolArea | PoolQC | Heating | HeatingQC | CentralAir | OverallQual | OverallCond | DateSold | SaleType | SaleCondition | SalePrice | SalePriceQCut | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 8450 | Gtl | CollgCr | 1Fam | 2003 | 2003 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1710 | 856 | 854 | 2 | 1 | 3 | 1 | Gd | 856 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 7 | 5 | 2003-01-02 | WD | Normal | 208500 | Mid-High |
| 1 | 2 | 9600 | Gtl | Veenker | 1Fam | 1976 | 1976 | AllPub | CBlock | CompShg | Gable | MetalSd | TA | 1262 | 1262 | 0 | 2 | 0 | 3 | 1 | TA | 1262 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 6 | 8 | 1976-01-05 | WD | Normal | 181500 | Mid-High |
| 2 | 3 | 11250 | Gtl | CollgCr | 1Fam | 2001 | 2002 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1786 | 920 | 866 | 2 | 1 | 3 | 1 | Gd | 920 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 7 | 5 | 2001-01-09 | WD | Normal | 223500 | High |
| 3 | 4 | 9550 | Gtl | Crawfor | 1Fam | 1915 | 1970 | AllPub | BrkTil | CompShg | Gable | Wd Sdng | TA | 1717 | 961 | 756 | 1 | 0 | 3 | 1 | Gd | 756 | Gd | Detchd | 3 | 0 | NaN | GasA | Gd | Y | 7 | 5 | 1915-01-02 | WD | Abnorml | 140000 | Low-Mid |
| 4 | 5 | 14260 | Gtl | NoRidge | 1Fam | 2000 | 2000 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 2198 | 1145 | 1053 | 2 | 1 | 4 | 1 | Gd | 1145 | TA | Attchd | 3 | 0 | NaN | GasA | Ex | Y | 8 | 5 | 2000-01-12 | WD | Normal | 250000 | High |
| 5 | 6 | 14115 | Gtl | Mitchel | 1Fam | 1993 | 1995 | AllPub | Wood | CompShg | Gable | VinylSd | TA | 1362 | 796 | 566 | 1 | 1 | 1 | 1 | TA | 796 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 5 | 5 | 1993-01-10 | WD | Normal | 143000 | Low-Mid |
| 6 | 7 | 10084 | Gtl | Somerst | 1Fam | 2004 | 2005 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1694 | 1694 | 0 | 2 | 0 | 3 | 1 | Gd | 1686 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 8 | 5 | 2004-01-08 | WD | Normal | 307000 | High |
| 7 | 8 | 10382 | Gtl | NWAmes | 1Fam | 1973 | 1973 | AllPub | CBlock | CompShg | Gable | HdBoard | TA | 2090 | 1107 | 983 | 2 | 1 | 3 | 1 | TA | 1107 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 7 | 6 | 1973-01-11 | WD | Normal | 200000 | Mid-High |
| 8 | 9 | 6120 | Gtl | OldTown | 1Fam | 1931 | 1950 | AllPub | BrkTil | CompShg | Gable | BrkFace | TA | 1774 | 1022 | 752 | 2 | 0 | 2 | 2 | TA | 952 | TA | Detchd | 2 | 0 | NaN | GasA | Gd | Y | 7 | 5 | 1931-01-04 | WD | Abnorml | 129900 | Low |
| 9 | 10 | 7420 | Gtl | BrkSide | 2fmCon | 1939 | 1950 | AllPub | BrkTil | CompShg | Gable | MetalSd | TA | 1077 | 1077 | 0 | 1 | 0 | 2 | 2 | TA | 991 | TA | Attchd | 1 | 0 | NaN | GasA | Ex | Y | 5 | 6 | 1939-01-01 | WD | Normal | 118000 | Low |
Last rows
| Id | LotArea | LandSlope | Neighborhood | BldgType | YearBuilt | YearRemodAdd | Utilities | Foundation | RoofMatl | RoofStyle | Exterior1st | ExterCond | GrLivArea | 1stFlrSF | 2ndFlrSF | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | KitchenQual | TotalBsmtSF | BsmtCond | GarageType | GarageCars | PoolArea | PoolQC | Heating | HeatingQC | CentralAir | OverallQual | OverallCond | DateSold | SaleType | SaleCondition | SalePrice | SalePriceQCut | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1450 | 1451 | 9000 | Gtl | NAmes | Duplex | 1974 | 1974 | AllPub | CBlock | CompShg | Gable | VinylSd | TA | 1792 | 896 | 896 | 2 | 2 | 4 | 2 | TA | 896 | TA | NaN | 0 | 0 | NaN | GasA | TA | Y | 5 | 5 | 1974-01-09 | WD | Normal | 136000 | Low-Mid |
| 1451 | 1452 | 9262 | Gtl | Somerst | 1Fam | 2008 | 2009 | AllPub | PConc | CompShg | Gable | CemntBd | TA | 1578 | 1578 | 0 | 2 | 0 | 3 | 1 | Ex | 1573 | TA | Attchd | 3 | 0 | NaN | GasA | Ex | Y | 8 | 5 | 2008-01-05 | New | Partial | 287090 | High |
| 1452 | 1453 | 3675 | Gtl | Edwards | TwnhsE | 2005 | 2005 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1072 | 1072 | 0 | 1 | 0 | 2 | 1 | TA | 547 | TA | Basment | 2 | 0 | NaN | GasA | Gd | Y | 5 | 5 | 2005-01-05 | WD | Normal | 145000 | Low-Mid |
| 1453 | 1454 | 17217 | Gtl | Mitchel | 1Fam | 2006 | 2006 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1140 | 1140 | 0 | 1 | 0 | 3 | 1 | TA | 1140 | TA | NaN | 0 | 0 | NaN | GasA | Ex | Y | 5 | 5 | 2006-01-07 | WD | Abnorml | 84500 | Low |
| 1454 | 1455 | 7500 | Gtl | Somerst | 1Fam | 2004 | 2005 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1221 | 1221 | 0 | 2 | 0 | 2 | 1 | Gd | 1221 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 7 | 5 | 2004-01-10 | WD | Normal | 185000 | Mid-High |
| 1455 | 1456 | 7917 | Gtl | Gilbert | 1Fam | 1999 | 2000 | AllPub | PConc | CompShg | Gable | VinylSd | TA | 1647 | 953 | 694 | 2 | 1 | 3 | 1 | TA | 953 | TA | Attchd | 2 | 0 | NaN | GasA | Ex | Y | 6 | 5 | 1999-01-08 | WD | Normal | 175000 | Mid-High |
| 1456 | 1457 | 13175 | Gtl | NWAmes | 1Fam | 1978 | 1988 | AllPub | CBlock | CompShg | Gable | Plywood | TA | 2073 | 2073 | 0 | 2 | 0 | 3 | 1 | TA | 1542 | TA | Attchd | 2 | 0 | NaN | GasA | TA | Y | 6 | 6 | 1978-01-02 | WD | Normal | 210000 | Mid-High |
| 1457 | 1458 | 9042 | Gtl | Crawfor | 1Fam | 1941 | 2006 | AllPub | Stone | CompShg | Gable | CemntBd | Gd | 2340 | 1188 | 1152 | 2 | 0 | 4 | 1 | Gd | 1152 | Gd | Attchd | 1 | 0 | NaN | GasA | Ex | Y | 7 | 9 | 1941-01-05 | WD | Normal | 266500 | High |
| 1458 | 1459 | 9717 | Gtl | NAmes | 1Fam | 1950 | 1996 | AllPub | CBlock | CompShg | Hip | MetalSd | TA | 1078 | 1078 | 0 | 1 | 0 | 2 | 1 | Gd | 1078 | TA | Attchd | 1 | 0 | NaN | GasA | Gd | Y | 5 | 6 | 1950-01-04 | WD | Normal | 142125 | Low-Mid |
| 1459 | 1460 | 9937 | Gtl | Edwards | 1Fam | 1965 | 1965 | AllPub | CBlock | CompShg | Gable | HdBoard | TA | 1256 | 1256 | 0 | 1 | 1 | 3 | 1 | TA | 1256 | TA | Attchd | 1 | 0 | NaN | GasA | Gd | Y | 5 | 6 | 1965-01-06 | WD | Normal | 147500 | Low-Mid |